The house felt larger than she remembered, the silence profound. Sarah wandered from room to room, touching the familiar objects. She hadn't been back here since her grandmother's funeral, a lifetime ago.

She stopped in the dining room, her gaze fixed on the mahogany table. It was the same table where they had gathered for holiday dinners, the air thick with laughter and the clinking of silverware. She ran her hand over the polished surface, her fingers tracing the intricate carvings.

A wave of feeling washed over her. She could almost hear her grandmother’s voice, telling stories, her eyes twinkling with amusement. She sat down, her back stiff against the high-backed chair, and closed her eyes for a moment, letting the room and the memories flood in.

Emotion: sentimental

Cluster: Nostalgia / Reflection
PC1 (Valence): 0.89 Positive
PC2 (Disposition): -1.58

Role in Research

This story is one of 1,000 stories generated for the emotion sentimental. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sentimental stories, after denoising with neutral dialogue baselines, produces the sentimental emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sentimental vector is projected through the unembedding matrix.

Promoted:
L0.677
fondly0.567
memories0.503
0.488
reminis0.466
Suppressed:
either-0.515
or-0.488
[]-0.473
--0.408
не-0.396